A2-RL: Aesthetics Aware Reinforcement Learning for Automatic Image Cropping.
Debang LiHuikai WuJunge ZhangKaiqi HuangPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- image content
- image features
- function approximation
- single image
- input image
- image data
- image classification
- image analysis
- image segmentation
- multiscale
- feature points
- state space
- markov decision processes
- image retrieval
- learning algorithm
- image representation
- temporal difference
- image regions
- edge detection
- pixel values
- high resolution
- multi agent
- optimal policy
- image database
- multiresolution
- model free
- direct policy search